{"id":"W2309649895","doi":"","title":"Regional Comparison Of Outpatient Systemic Antibiotic Use in Canada From 2001-2006 Using Defined Daily Doses (DDD)","year":2008,"lang":"en","type":"article","venue":"46th Annual Meeting","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Defined daily dose; Medical prescription; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001280294,0.0001914881,0.0005253951,0.00009302126,0.0001836805,0.000005121647,0.000179203,0.000171296,0.0000263269],"category_scores_gemma":[0.0001816641,0.0001731187,0.00005647352,0.0001772314,0.0001508348,0.00009735167,0.00006210275,0.0002649603,0.00001347384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002091748,"about_ca_system_score_gemma":0.0006574615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8831969,"about_ca_topic_score_gemma":0.6250558,"domain_scores_codex":[0.9982685,0.0002225909,0.0006575411,0.0003108788,0.0000952785,0.0004451545],"domain_scores_gemma":[0.9989122,0.0003641005,0.0003602498,0.0002182653,0.0001104578,0.0000347016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000162676,0.0001306042,0.9381565,0.00006537229,0.00006850323,0.00004107837,0.001597667,0.0008652335,0.05400828,0.00001722011,0.004801406,0.00008542536],"study_design_scores_gemma":[0.004676055,0.0003633305,0.8487594,0.005239253,0.0001810884,0.0002610483,0.03197542,0.001018572,0.1034505,0.00001264371,0.002852781,0.00120997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926061,0.006308088,0.00003905566,0.000027578,0.0005050931,0.0001538891,0.0002191782,0.00001845488,0.0001225749],"genre_scores_gemma":[0.9990479,0.00007442418,0.0004923206,0.00008107323,0.00003062861,4.564537e-7,0.00009971056,0.00001647564,0.0001570454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2581412,"threshold_uncertainty_score":0.7059576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03672403867747802,"score_gpt":0.2433421594853301,"score_spread":0.206618120807852,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}